Zhulin Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Learning Systems

Imbalanced Data Classification

Fuzzy Clustering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

Publications

Jifeng Guo, Zhulin Liu, Tong Zhang, C. L. Philip Chen
Incremental Self-training for Semi-supervised Learning. CoRR (2024)
Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang
Siamese labels auxiliary learning. Inf. Sci. 625 (2023)
Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen
Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks. IEEE Trans. Fuzzy Syst. 31 (2) (2023)
Yuhong Xu, Zhiwen Yu, C. L. Philip Chen, Zhulin Liu
Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Zhiwen Yu, Kankan Lan, Zhulin Liu, Guoqiang Han
Progressive Ensemble Kernel-Based Broad Learning System for Noisy Data Classification. IEEE Trans. Cybern. 52 (9) (2022)
Simin Zhang, Zhulin Liu, C. L. Philip Chen
Broad learning system based on the quantized minimum error entropy criterion. Sci. China Inf. Sci. 65 (12) (2022)
Jifeng Guo, Zhulin Liu, C. L. Philip Chen, Tong Zhang, Lin Wang, Kaipeng Fan
An Efficient Inspection System Based on Broad Learning: Nondestructively Estimating Cement Compressive Strength With Internal Factors. IEEE Trans. Ind. Informatics 18 (6) (2022)
Xin-Rong Gong, Tong Zhang, C. L. Philip Chen, Zhulin Liu
Research Review for Broad Learning System: Algorithms, Theory, and Applications. IEEE Trans. Cybern. 52 (9) (2022)
Qiying Feng, Zhulin Liu, C. L. Philip Chen
Broad and deep neural network for high-dimensional data representation learning. Inf. Sci. 599 (2022)
Ruizhi Han, Zhulin Liu, C. L. Philip Chen
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer's Disease diagnosis via MRI images. Appl. Soft Comput. 120 (2022)
Yuchen Liu, Kaixiang Yang, Zhiwen Yu, Zhulin Liu, Yifan Shi, C. L. Philip Chen
Pruning Broad Learning System based on Adaptive Feature Evolution. IJCNN (2021)
Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang
Siamese Labels Auxiliary Network(SiLaNet). CoRR (2021)
Zhulin Liu, C. L. Philip Chen, Shuang Feng, Qiying Feng, Tong Zhang
Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model. IEEE Trans. Syst. Man Cybern. Syst. 51 (1) (2021)
Hufei Zhu, Zhulin Liu, C. L. Philip Chen, Yanyang Liang
An Efficient Algorithm for the Incremental Broad Learning System by Inverse Cholesky Factorization of a Partitioned Matrix. IEEE Access 9 (2021)
Shuang Feng, C. L. Philip Chen, Lili Xu, Zhulin Liu
On the Accuracy-Complexity Tradeoff of Fuzzy Broad Learning System. IEEE Trans. Fuzzy Syst. 29 (10) (2021)
Ruizhi Han, C. L. Philip Chen, Zhulin Liu
A Novel Convolutional Variation of Broad Learning System for Alzheimer's Disease Diagnosis by Using MRI Images. IEEE Access 8 (2020)
Xue Jia, Tong Zhang, C. L. Philip Chen, Zhulin Liu, Long Chen, Guihua Wen, Bin Hu
Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System. SMC (2020)
C. L. Philip Chen, Zhulin Liu, Feng Shuang
Universal Approximation Capability of Broad Learning System and Its Structural Variations. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Zhulin Liu, C. L. Philip Chen, Tong Zhang, Jin Zhou
Multi-Kernel Broad Learning systems Based on Random Features: A Novel Expansion for Nonlinear Feature Nodes. SMC (2019)
Jun-Wei Jin, Zhulin Liu, C. L. Philip Chen
Discriminative graph regularized broad learning system for image recognition. Sci. China Inf. Sci. 61 (11) (2018)
C. L. Philip Chen, Zhulin Liu
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture. IEEE Trans. Neural Networks Learn. Syst. 29 (1) (2018)
Tong Zhang, Zhulin Liu, Xue-Han Wang, Xiao-Fen Xing, C. L. Philip Chen, Enhong Chen
Facial Expression Recognition via Broad Learning System. SMC (2018)
Zhulin Liu, C. L. Philip Chen
Broad learning system: Structural extensions on single-layer and multi-layer neural networks. SPAC (2017)
Zhulin Liu, C. L. Philip Chen
Approximation learning methods of Harmonic Mappings in relation to Hardy Spaces. CoRR (2017)
Zhulin Liu, Tiezhong Yu
EJB-Based Information Exchange Platform E-Switch for E-Government. ICEE (2010)
Yue Zeng, Baolin Sun, Xianying He, Zhulin Liu
Research on QoS Routing Algorithm in ad hoc networks. GrC (2009)